The low hum of the coffee machine filled the small cafe, a familiar and welcome sound. Amelia tapped her pen lightly against the table as she worked through her crossword. The air smelled of freshly brewed coffee and pastries. She felt the warmth of the sun on her face and closed her eyes, letting the light bathe her. Then she reached for her phone to text her friend about the book club. Her fingers fumbled and the message instead went to her boss.

A quiet sigh escaped her lips as she opened her eyes. She picked up her croissant, took a bite, and returned to the puzzle. She smiled slightly as she remembered the boss's reaction to her last message.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420